Influence of Graph Construction on Semi-supervised Learning
暂无分享,去创建一个
Celso André R. de Sousa | Gustavo E. A. P. A. Batista | Solange Oliveira Rezende | C. A. R. Sousa | S. Rezende | S. O. Rezende
[1] Jonathan Goldstein,et al. When Is ''Nearest Neighbor'' Meaningful? , 1999, ICDT.
[2] S T Roweis,et al. Nonlinear dimensionality reduction by locally linear embedding. , 2000, Science.
[3] Zoubin Ghahramani,et al. Combining active learning and semi-supervised learning using Gaussian fields and harmonic functions , 2003, ICML 2003.
[4] Bernhard Schölkopf,et al. Learning with Local and Global Consistency , 2003, NIPS.
[5] Xiaojin Zhu,et al. --1 CONTENTS , 2006 .
[6] Matthias Hein,et al. Manifold Denoising , 2006, NIPS.
[7] Mikhail Belkin,et al. Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples , 2006, J. Mach. Learn. Res..
[8] Alexander Zien,et al. Semi-Supervised Learning , 2006 .
[9] Janez Demsar,et al. Statistical Comparisons of Classifiers over Multiple Data Sets , 2006, J. Mach. Learn. Res..
[10] Bernhard Schölkopf,et al. Introduction to Semi-Supervised Learning , 2006, Semi-Supervised Learning.
[11] Tong Zhang,et al. On the Effectiveness of Laplacian Normalization for Graph Semi-supervised Learning , 2007, J. Mach. Learn. Res..
[12] Ulrike von Luxburg,et al. Optimal construction of k-nearest-neighbor graphs for identifying noisy clusters , 2009, Theor. Comput. Sci..
[13] Wei Liu,et al. Robust multi-class transductive learning with graphs , 2009, CVPR.
[14] Shih-Fu Chang,et al. Graph construction and b-matching for semi-supervised learning , 2009, ICML '09.
[15] Wei Liu,et al. Large Graph Construction for Scalable Semi-Supervised Learning , 2010, ICML.
[16] Mikhail Belkin,et al. Laplacian Support Vector Machines Trained in the Primal , 2009, J. Mach. Learn. Res..
[17] Yuji Matsumoto,et al. Using the Mutual k-Nearest Neighbor Graphs for Semi-supervised Classification on Natural Language Data , 2011, CoNLL.